Guergana Petrova
- Greedy Algorithms for Reduced Bases in Banach Spaces
2012/04/10 by Ronald DeVore, Guergana Petrova, DeVore, Ronald +3 · 6 citations
Mathematics · #15A15 #41A25 #41A46 #46B20 #FOS: Mathematics #Functional Analysis (math.FA) #math.FA #msc:15A15 #msc:41A25 #msc:41A46 #msc:46B20
- Data Assimilation in Reduced Modeling
2015/06/15 by Peter Binev, Albert Cohen, Binev, Peter +9 · 6 citations
Environmental Science · Mathematics · Physics and Astronomy · #62M45 #65D05 #68Q32 #97N50 #FOS: Mathematics #Groundwater flow and contamination studies #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Convergence and error control of consistent PINNs for elliptic PDEs
2024/06/13 by Andrea Bonito, Bonito, Andrea, Ronald DeVore +5 · 8 citations
Mathematics · Physics and Astronomy · Engineering · #Numerical methods for differential equations #Model Reduction and Neural Networks #Advanced Numerical Methods in Computational Mathematics
- Nonlinear Approximation and (Deep) ReLU Networks
2019/05/05 by Ingrid Daubechies, Daubechies, I., Ronald DeVore +7 · 4 citations
Computer Science · #41A25 #41A30 #41A46 #68T99 #82C32 #92B20 #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Greedy wavelet projections are bounded on BV
2006/08/16 by Paweł Bechler, Ronald DeVore, Anna Kamont +3 · 1 citation
Mathematics · Computer Science · #Mathematical Analysis and Transform Methods #Advanced Mathematical Modeling in Engineering #Image and Signal Denoising Methods
- Solving PDEs with Incomplete Information
2023/01/13 by Peter Binev, Binev, Peter, Andrea Bonito +9 · 2 citations
Mathematics · Computer Science · #Numerical methods in inverse problems #Differential Equations and Boundary Problems #Advanced Mathematical Modeling in Engineering